Overview

Dataset info

Number of variables29
Number of observations201
Missing cells5 (0.1%)
Duplicate rows0 (0.0%)
Total size in memory45.7 KiB
Average record size in memory232.6 B

Variables types

Numeric16
Categorical10
Boolean1
Date0
URL0
Text (Unique)0
Rejected2
Unsupported0

Warnings

diesel is highly correlated with compression-ratio (ρ = 0.985231129) Rejected
highway-mpg is highly correlated with city-mpg (ρ = 0.9720437059) Rejected
stroke has 4 (2.0%) missing values Missing
symboling has 65 (32.3%) zeros Zeros

Variables

aspiration
Categorical

Distinct count2
Unique (%)1.0%
Missing (%)0.0%
Missing (n)0
std
165
turbo
36
ValueCountFrequency (%) 
std 165 82.1%
 
turbo 36 17.9%
 
Max length5
Mean length3.358208955
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

body-style
Categorical

Distinct count5
Unique (%)2.5%
Missing (%)0.0%
Missing (n)0
sedan
94
hatchback
68
wagon
25
Other values (2)
 
14
ValueCountFrequency (%) 
sedan 94 46.8%
 
hatchback 68 33.8%
 
wagon 25 12.4%
 
hardtop 8 4.0%
 
convertible 6 3.0%
 
Max length11
Mean length6.611940299
Min length5
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

bore
Numeric

Distinct count39
Unique (%)19.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.330691567
Minimum2.54
Maximum3.94
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.54
5-th percentile2.97
Q13.15
Median3.31
Q33.58
95-th percentile3.78
Maximum3.94
Range1.4
Interquartile range0.43

Descriptive statistics

Standard deviation0.2680718571
Coef of variation0.08048534418
Kurtosis-0.7981931312
Mean3.330691567
MAD0.2288058975
Skewness-0.03273032795
Sum669.469005
Variance0.07186252058
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=39)
Histogram
Histogram with variable size bins (bins=[2.54 2.945 3.065 3.14 3.215 3.615 3.625 3.77 3.79 3.94 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.62 23 11.4%
 
3.19 20 10.0%
 
3.15 15 7.5%
 
2.97 12 6.0%
 
3.03 10 5.0%
 
3.46 9 4.5%
 
3.78 8 4.0%
 
3.31 8 4.0%
 
3.43 8 4.0%
 
2.91 7 3.5%
 
Other values (29) 81 40.3%
 

Minimum 5 values

ValueCountFrequency (%) 
2.54 1 0.5%
 
2.68 1 0.5%
 
2.91 7 3.5%
 
2.92 1 0.5%
 
2.97 12 6.0%
 

Maximum 5 values

ValueCountFrequency (%) 
3.94 1 0.5%
 
3.8 2 1.0%
 
3.78 8 4.0%
 
3.76 1 0.5%
 
3.74 3 1.5%
 

city-L/100km
Numeric

Distinct count29
Unique (%)14.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean9.944145484
Minimum4.795918367
Maximum18.07692308
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4.795918367
5-th percentile6.351351351
Q17.833333333
Median9.791666667
Q312.36842105
95-th percentile14.6875
Maximum18.07692308
Range13.28100471
Interquartile range4.535087719

Descriptive statistics

Standard deviation2.534599261
Coef of variation0.254883566
Kurtosis-0.06511888838
Mean9.944145484
MAD2.046371929
Skewness0.5923833561
Sum1998.773242
Variance6.424193415
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=29)
Histogram
Histogram with variable size bins (bins=[ 4.79591837 7.46219758 7.70698925 10.44960474 12.05921053 12.7119883 15.17708333 18.07692308], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.580645161 28 13.9%
 
12.36842105 27 13.4%
 
9.791666667 22 10.9%
 
8.703703704 14 7.0%
 
10.2173913 12 6.0%
 
9.038461538 12 6.0%
 
13.82352941 12 6.0%
 
11.19047619 8 4.0%
 
9.4 8 4.0%
 
7.833333333 8 4.0%
 
Other values (19) 50 24.9%
 

Minimum 5 values

ValueCountFrequency (%) 
4.795918367 1 0.5%
 
5 1 0.5%
 
5.222222222 1 0.5%
 
6.184210526 5 2.5%
 
6.351351351 6 3.0%
 

Maximum 5 values

ValueCountFrequency (%) 
18.07692308 1 0.5%
 
16.78571429 2 1.0%
 
15.66666667 3 1.5%
 
14.6875 5 2.5%
 
13.82352941 12 6.0%
 

city-mpg
Numeric

Distinct count29
Unique (%)14.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean25.17910448
Minimum13
Maximum49
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum13
5-th percentile16
Q119
Median24
Q330
95-th percentile37
Maximum49
Range36
Interquartile range11

Descriptive statistics

Standard deviation6.423220469
Coef of variation0.2551012279
Kurtosis0.7539680878
Mean25.17910448
MAD5.101507388
Skewness0.6804334707
Sum5061
Variance41.25776119
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=29)
Histogram
Histogram with variable size bins (bins=[13. 18.5 19.5 22.5 27.5 30.5 31.5 49. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
31 28 13.9%
 
19 27 13.4%
 
24 22 10.9%
 
27 14 7.0%
 
17 12 6.0%
 
26 12 6.0%
 
23 12 6.0%
 
21 8 4.0%
 
30 8 4.0%
 
25 8 4.0%
 
Other values (19) 50 24.9%
 

Minimum 5 values

ValueCountFrequency (%) 
13 1 0.5%
 
14 2 1.0%
 
15 3 1.5%
 
16 5 2.5%
 
17 12 6.0%
 

Maximum 5 values

ValueCountFrequency (%) 
49 1 0.5%
 
47 1 0.5%
 
45 1 0.5%
 
38 5 2.5%
 
37 6 3.0%
 

compression-ratio
Numeric

Distinct count32
Unique (%)15.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10.16427861
Minimum7
Maximum23
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum7
5-th percentile7.5
Q18.6
Median9
Q39.4
95-th percentile21.9
Maximum23
Range16
Interquartile range0.8

Descriptive statistics

Standard deviation4.004965493
Coef of variation0.3940235848
Kurtosis5.068872476
Mean10.16427861
MAD2.369653226
Skewness2.584462433
Sum2043.02
Variance16.0397486
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=32)
Histogram
Histogram with variable size bins (bins=[ 7. 8.35 8.9 9.05 9.15 ... 9.405 9.55 10.05 21.25 23. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
9 46 22.9%
 
9.4 26 12.9%
 
8.5 14 7.0%
 
9.5 13 6.5%
 
9.3 11 5.5%
 
8.7 9 4.5%
 
8 8 4.0%
 
9.2 8 4.0%
 
7 6 3.0%
 
8.6 5 2.5%
 
Other values (22) 55 27.4%
 

Minimum 5 values

ValueCountFrequency (%) 
7 6 3.0%
 
7.5 5 2.5%
 
7.6 4 2.0%
 
7.7 2 1.0%
 
7.8 1 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
23 5 2.5%
 
22.7 1 0.5%
 
22.5 3 1.5%
 
22 1 0.5%
 
21.9 1 0.5%
 

curb-weight
Numeric

Distinct count169
Unique (%)84.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2555.666667
Minimum1488
Maximum4066
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1488
5-th percentile1905
Q12169
Median2414
Q32926
95-th percentile3505
Maximum4066
Range2578
Interquartile range757

Descriptive statistics

Standard deviation517.2967266
Coef of variation0.2024116577
Kurtosis0.03491557605
Mean2555.666667
MAD423.694859
Skewness0.7058035875
Sum513689
Variance267595.9033
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1488. 1875. 2422.5 3268.5 4066. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2385 4 2.0%
 
1918 3 1.5%
 
1989 3 1.5%
 
2275 3 1.5%
 
2414 2 1.0%
 
2145 2 1.0%
 
2395 2 1.0%
 
2337 2 1.0%
 
2403 2 1.0%
 
2410 2 1.0%
 
Other values (159) 176 87.6%
 

Minimum 5 values

ValueCountFrequency (%) 
1488 1 0.5%
 
1713 1 0.5%
 
1819 1 0.5%
 
1837 1 0.5%
 
1874 1 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
4066 2 1.0%
 
3950 1 0.5%
 
3900 1 0.5%
 
3770 1 0.5%
 
3750 1 0.5%
 

diesel
Highly correlated

This variable is highly correlated with compression-ratio and should be ignored for analysis

Correlation0.985231129

drive-wheels
Categorical

Distinct count3
Unique (%)1.5%
Missing (%)0.0%
Missing (n)0
fwd
118
rwd
75
4wd
 
8
ValueCountFrequency (%) 
fwd 118 58.7%
 
rwd 75 37.3%
 
4wd 8 4.0%
 
Max length3
Mean length3
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

engine-location
Categorical

Distinct count2
Unique (%)1.0%
Missing (%)0.0%
Missing (n)0
front
198
rear
 
3
ValueCountFrequency (%) 
front 198 98.5%
 
rear 3 1.5%
 
Max length5
Mean length4.985074627
Min length4
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

engine-size
Numeric

Distinct count43
Unique (%)21.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean126.8756219
Minimum61
Maximum326
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum61
5-th percentile90
Q198
Median120
Q3141
95-th percentile194
Maximum326
Range265
Interquartile range43

Descriptive statistics

Standard deviation41.54683445
Coef of variation0.3274611295
Kurtosis5.497490767
Mean126.8756219
MAD30.0505433
Skewness1.979144197
Sum25502
Variance1726.139453
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=43)
Histogram
Histogram with variable size bins (bins=[ 61. 85. 90.5 100.5 105.5 110.5 119.5 126. 188.5 326. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
92 15 7.5%
 
122 15 7.5%
 
98 14 7.0%
 
97 14 7.0%
 
108 13 6.5%
 
110 12 6.0%
 
90 10 5.0%
 
109 8 4.0%
 
141 7 3.5%
 
120 7 3.5%
 
Other values (33) 86 42.8%
 

Minimum 5 values

ValueCountFrequency (%) 
61 1 0.5%
 
70 3 1.5%
 
79 1 0.5%
 
80 1 0.5%
 
90 10 5.0%
 

Maximum 5 values

ValueCountFrequency (%) 
326 1 0.5%
 
308 1 0.5%
 
304 1 0.5%
 
258 2 1.0%
 
234 2 1.0%
 

engine-type
Categorical

Distinct count6
Unique (%)3.0%
Missing (%)0.0%
Missing (n)0
ohc
145
ohcf
 
15
ohcv
 
13
Other values (3)
 
28
ValueCountFrequency (%) 
ohc 145 72.1%
 
ohcf 15 7.5%
 
ohcv 13 6.5%
 
l 12 6.0%
 
dohc 12 6.0%
 
rotor 4 2.0%
 
Max length5
Mean length3.119402985
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

fuel-system
Categorical

Distinct count8
Unique (%)4.0%
Missing (%)0.0%
Missing (n)0
mpfi
92
2bbl
64
idi
20
Other values (5)
25
ValueCountFrequency (%) 
mpfi 92 45.8%
 
2bbl 64 31.8%
 
idi 20 10.0%
 
1bbl 11 5.5%
 
spdi 9 4.5%
 
4bbl 3 1.5%
 
mfi 1 0.5%
 
spfi 1 0.5%
 
Max length4
Mean length3.895522388
Min length3
Contains charsTrue
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

gas
Boolean

Distinct count2
Unique (%)1.0%
Missing (%)0.0%
Missing (n)0
1
181
0
 
20
ValueCountFrequency (%) 
1 181 90.0%
 
0 20 10.0%
 

height
Numeric

Distinct count49
Unique (%)24.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean53.76666667
Minimum47.8
Maximum59.8
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum47.8
5-th percentile49.7
Q152
Median54.1
Q355.5
95-th percentile57.5
Maximum59.8
Range12
Interquartile range3.5

Descriptive statistics

Standard deviation2.447822161
Coef of variation0.04552676059
Kurtosis-0.4329081504
Mean53.76666667
MAD2.010613599
Skewness0.02917329915
Sum10807.1
Variance5.991833333
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=49)
Histogram
Histogram with variable size bins (bins=[47.8 49.5 50.55 50.9 51.5 57.1 59.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
50.8 14 7.0%
 
55.7 12 6.0%
 
54.5 10 5.0%
 
54.1 10 5.0%
 
52 9 4.5%
 
55.5 9 4.5%
 
56.7 8 4.0%
 
54.3 8 4.0%
 
51.6 7 3.5%
 
56.1 7 3.5%
 
Other values (39) 107 53.2%
 

Minimum 5 values

ValueCountFrequency (%) 
47.8 1 0.5%
 
48.8 2 1.0%
 
49.4 2 1.0%
 
49.6 4 2.0%
 
49.7 3 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
59.8 2 1.0%
 
59.1 3 1.5%
 
58.7 4 2.0%
 
58.3 1 0.5%
 
57.5 3 1.5%
 

highway-mpg
Highly correlated

This variable is highly correlated with city-mpg and should be ignored for analysis

Correlation0.9720437059

horsepower
Numeric

Distinct count59
Unique (%)29.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean103.4055339
Minimum48
Maximum262
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum48
5-th percentile62
Q170
Median95
Q3116
95-th percentile176
Maximum262
Range214
Interquartile range46

Descriptive statistics

Standard deviation37.3656995
Coef of variation0.3613510621
Kurtosis1.320379508
Mean103.4055339
MAD29.11108526
Skewness1.146517326
Sum20784.51232
Variance1396.195499
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 48. 66. 71. 118. 183. 262.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
68 19 9.5%
 
69 10 5.0%
 
116 9 4.5%
 
70 9 4.5%
 
110 8 4.0%
 
95 7 3.5%
 
62 6 3.0%
 
114 6 3.0%
 
101 6 3.0%
 
88 6 3.0%
 
Other values (49) 115 57.2%
 

Minimum 5 values

ValueCountFrequency (%) 
48 1 0.5%
 
52 2 1.0%
 
55 1 0.5%
 
56 2 1.0%
 
58 1 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
262 1 0.5%
 
207 3 1.5%
 
200 1 0.5%
 
184 2 1.0%
 
182 3 1.5%
 

horsepower-binned
Categorical

Distinct count4
Unique (%)2.0%
Missing (%)0.5%
Missing (n)1
Low
115
Medium
62
High
 
23
(Missing)
 
1
ValueCountFrequency (%) 
Low 115 57.2%
 
Medium 62 30.8%
 
High 23 11.4%
 
(Missing) 1 0.5%
 
Max length6
Mean length4.039800995
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

length
Numeric

Distinct count73
Unique (%)36.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8371023307
Minimum0.6780394041
Maximum1
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.6780394041
5-th percentile0.755886593
Q10.8015377222
Median0.8322921672
Q30.8817876021
95-th percentile0.9466602595
Maximum1
Range0.3219605959
Interquartile range0.08024987987

Descriptive statistics

Standard deviation0.05921275873
Coef of variation0.07073538868
Kurtosis-0.06519162777
Mean0.8371023307
MAD0.0460843047
Skewness0.1544463518
Sum168.2575685
Variance0.003506150797
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.6780394 0.75540605 0.75732821 0.76501682 0.78976454 0.85583854 0.8918789 0.90773667 1. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.755886593 15 7.5%
 
0.9072561269 11 5.5%
 
0.8250840942 7 3.5%
 
0.8971648246 7 3.5%
 
0.7991350312 7 3.5%
 
0.8543969246 6 3.0%
 
0.7943296492 6 3.0%
 
0.8966842864 6 3.0%
 
0.8467083133 6 3.0%
 
0.8495915425 5 2.5%
 
Other values (63) 125 62.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0.6780394041 1 0.5%
 
0.6948582412 2 1.0%
 
0.7208073042 3 1.5%
 
0.7491590581 1 0.5%
 
0.7539644402 1 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
1 1 0.5%
 
0.9735703988 2 1.0%
 
0.9591542528 2 1.0%
 
0.9572321 1 0.5%
 
0.9557904853 4 2.0%
 

make
Categorical

Distinct count22
Unique (%)10.9%
Missing (%)0.0%
Missing (n)0
toyota
32
nissan
 
18
mazda
 
17
Other values (19)
134
ValueCountFrequency (%) 
toyota 32 15.9%
 
nissan 18 9.0%
 
mazda 17 8.5%
 
honda 13 6.5%
 
mitsubishi 13 6.5%
 
volkswagen 12 6.0%
 
subaru 12 6.0%
 
volvo 11 5.5%
 
peugot 11 5.5%
 
dodge 9 4.5%
 
Other values (12) 53 26.4%
 
Max length13
Mean length6.502487562
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsTrue

normalized-losses
Numeric

Distinct count51
Unique (%)25.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean122
Minimum65
Maximum256
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum65
5-th percentile77
Q1101
Median122
Q3137
95-th percentile186
Maximum256
Range191
Interquartile range36

Descriptive statistics

Standard deviation31.99624978
Coef of variation0.2622643425
Kurtosis1.319067557
Mean122
MAD23.76119403
Skewness0.8465463513
Sum24522
Variance1023.76
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 65. 90.5 106.5 121.5 123.5 159.5 162.5 195.5 256. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
122 41 20.4%
 
161 11 5.5%
 
91 8 4.0%
 
150 7 3.5%
 
104 6 3.0%
 
128 6 3.0%
 
134 6 3.0%
 
65 5 2.5%
 
168 5 2.5%
 
94 5 2.5%
 
Other values (41) 101 50.2%
 

Minimum 5 values

ValueCountFrequency (%) 
65 5 2.5%
 
74 5 2.5%
 
77 1 0.5%
 
78 1 0.5%
 
81 2 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
256 1 0.5%
 
231 1 0.5%
 
197 2 1.0%
 
194 2 1.0%
 
192 2 1.0%
 

num-of-cylinders
Categorical

Distinct count7
Unique (%)3.5%
Missing (%)0.0%
Missing (n)0
four
157
six
 
24
five
 
10
Other values (4)
 
10
ValueCountFrequency (%) 
four 157 78.1%
 
six 24 11.9%
 
five 10 5.0%
 
eight 4 2.0%
 
two 4 2.0%
 
twelve 1 0.5%
 
three 1 0.5%
 
Max length6
Mean length3.895522388
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

num-of-doors
Categorical

Distinct count2
Unique (%)1.0%
Missing (%)0.0%
Missing (n)0
four
115
two
86
ValueCountFrequency (%) 
four 115 57.2%
 
two 86 42.8%
 
Max length4
Mean length3.572139303
Min length3
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

peak-rpm
Numeric

Distinct count23
Unique (%)11.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean5117.665368
Minimum4150
Maximum6600
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum4150
5-th percentile4250
Q14800
Median5125.369458
Q35500
95-th percentile6000
Maximum6600
Range2450
Interquartile range700

Descriptive statistics

Standard deviation478.113805
Coef of variation0.09342420238
Kurtosis0.1075508188
Mean5117.665368
MAD382.0783225
Skewness0.107769971
Sum1028650.739
Variance228592.8106
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=23)
Histogram
Histogram with variable size bins (bins=[4150. 4775. 4850. 4950. 5050. 5162.68472906 5225. 5450. 5550. 6600. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4800 36 17.9%
 
5500 36 17.9%
 
5000 27 13.4%
 
5200 23 11.4%
 
5400 11 5.5%
 
6000 9 4.5%
 
5250 7 3.5%
 
5800 7 3.5%
 
4500 7 3.5%
 
4200 5 2.5%
 
Other values (13) 33 16.4%
 

Minimum 5 values

ValueCountFrequency (%) 
4150 5 2.5%
 
4200 5 2.5%
 
4250 3 1.5%
 
4350 4 2.0%
 
4400 3 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
6600 2 1.0%
 
6000 9 4.5%
 
5900 3 1.5%
 
5800 7 3.5%
 
5600 1 0.5%
 

price
Numeric

Distinct count186
Unique (%)92.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean13207.12935
Minimum5118
Maximum45400
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum5118
5-th percentile6189
Q17775
Median10295
Q316500
95-th percentile32528
Maximum45400
Range40282
Interquartile range8725

Descriptive statistics

Standard deviation7947.066342
Coef of variation0.601725487
Kurtosis3.231536887
Mean13207.12935
MAD5841.188337
Skewness1.809675339
Sum2654633
Variance63155863.44
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 5118. 9992. 18997.5 45400. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8495 2 1.0%
 
18150 2 1.0%
 
7295 2 1.0%
 
6229 2 1.0%
 
8845 2 1.0%
 
7898 2 1.0%
 
7957 2 1.0%
 
6692 2 1.0%
 
5572 2 1.0%
 
7775 2 1.0%
 
Other values (176) 181 90.0%
 

Minimum 5 values

ValueCountFrequency (%) 
5118 1 0.5%
 
5151 1 0.5%
 
5195 1 0.5%
 
5348 1 0.5%
 
5389 1 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
45400 1 0.5%
 
41315 1 0.5%
 
40960 1 0.5%
 
37028 1 0.5%
 
36880 1 0.5%
 

stroke
Numeric

Distinct count37
Unique (%)18.4%
Missing (%)2.0%
Missing (n)4
Infinite (%)0.0%
Infinite (n)0
Mean3.256903553
Minimum2.07
Maximum4.17
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.07
5-th percentile2.64
Q13.11
Median3.29
Q33.41
95-th percentile3.64
Maximum4.17
Range2.1
Interquartile range0.3

Descriptive statistics

Standard deviation0.31925624
Coef of variation0.09802446857
Kurtosis2.028784197
Mean3.256903553
MAD0.2333757634
Skewness-0.6937783864
Sum641.61
Variance0.1019245468
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=37)
ValueCountFrequency (%) 
3.4 19 9.5%
 
3.03 14 7.0%
 
3.15 14 7.0%
 
3.23 14 7.0%
 
3.39 13 6.5%
 
2.64 11 5.5%
 
3.35 9 4.5%
 
3.29 9 4.5%
 
3.46 8 4.0%
 
3.41 6 3.0%
 
Other values (26) 80 39.8%
 

Minimum 5 values

ValueCountFrequency (%) 
2.07 1 0.5%
 
2.19 2 1.0%
 
2.36 1 0.5%
 
2.64 11 5.5%
 
2.68 2 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
4.17 2 1.0%
 
3.9 3 1.5%
 
3.86 4 2.0%
 
3.64 5 2.5%
 
3.58 6 3.0%
 

symboling
Numeric

Distinct count6
Unique (%)3.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8407960199
Minimum-2
Maximum3
Zeros (%)32.3%
Mini histogram

Quantile statistics

Minimum-2
5-th percentile-1
Q10
Median1
Q32
95-th percentile3
Maximum3
Range5
Interquartile range2

Descriptive statistics

Standard deviation1.254801723
Coef of variation1.492397315
Kurtosis-0.7071776172
Mean0.8407960199
MAD1.031558625
Skewness0.1973703603
Sum169
Variance1.574527363
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=6)
Histogram
Histogram with variable size bins (bins=[-2. -0.5 3. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 65 32.3%
 
1 52 25.9%
 
2 32 15.9%
 
3 27 13.4%
 
-1 22 10.9%
 
-2 3 1.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-2 3 1.5%
 
-1 22 10.9%
 
0 65 32.3%
 
1 52 25.9%
 
2 32 15.9%
 

Maximum 5 values

ValueCountFrequency (%) 
3 27 13.4%
 
2 32 15.9%
 
1 52 25.9%
 
0 65 32.3%
 
-1 22 10.9%
 

wheel-base
Numeric

Distinct count52
Unique (%)25.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean98.79701493
Minimum86.6
Maximum120.9
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum86.6
5-th percentile93
Q194.5
Median97
Q3102.4
95-th percentile110
Maximum120.9
Range34.3
Interquartile range7.9

Descriptive statistics

Standard deviation6.066365555
Coef of variation0.06140231625
Kurtosis0.9484450961
Mean98.79701493
MAD4.715779312
Skewness1.031261443
Sum19858.2
Variance36.80079104
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 86.6 93.05 99.15 109.55 120.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
93.7 20 10.0%
 
94.5 19 9.5%
 
95.7 13 6.5%
 
96.5 8 4.0%
 
97.3 7 3.5%
 
96.3 6 3.0%
 
98.4 6 3.0%
 
107.9 6 3.0%
 
98.8 6 3.0%
 
99.1 6 3.0%
 
Other values (42) 104 51.7%
 

Minimum 5 values

ValueCountFrequency (%) 
86.6 2 1.0%
 
88.4 1 0.5%
 
88.6 2 1.0%
 
89.5 3 1.5%
 
91.3 2 1.0%
 

Maximum 5 values

ValueCountFrequency (%) 
120.9 1 0.5%
 
115.6 2 1.0%
 
114.2 4 2.0%
 
113 2 1.0%
 
112 1 0.5%
 

width
Numeric

Distinct count43
Unique (%)21.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.9151257601
Minimum0.8375
Maximum1
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.8375
5-th percentile0.8833333333
Q10.8902777778
Median0.9097222222
Q30.925
95-th percentile0.9763888889
Maximum1
Range0.1625
Interquartile range0.03472222222

Descriptive statistics

Standard deviation0.0291870947
Coef of variation0.03189408055
Kurtosis0.6786551692
Mean0.9151257601
MAD0.02283448705
Skewness0.8750290419
Sum183.9402778
Variance0.0008518864973
Memory size1.7 KiB
Histogram
Histogram with fixed size bins (bins=43)
Histogram
Histogram with variable size bins (bins=[0.8375 0.88194444 0.88472222 0.88680556 0.90694444 0.91180556 0.92291667 0.92430556 0.95277778 1. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.8861111111 24 11.9%
 
0.9236111111 23 11.4%
 
0.9083333333 15 7.5%
 
0.95 10 5.0%
 
0.8944444444 10 5.0%
 
0.8888888889 9 4.5%
 
0.8833333333 9 4.5%
 
0.9097222222 8 4.0%
 
0.9055555556 7 3.5%
 
0.9333333333 6 3.0%
 
Other values (33) 80 39.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0.8375 1 0.5%
 
0.8583333333 1 0.5%
 
0.8680555556 1 0.5%
 
0.8805555556 1 0.5%
 
0.8833333333 9 4.5%
 

Maximum 5 values

ValueCountFrequency (%) 
1 1 0.5%
 
0.9958333333 3 1.5%
 
0.9916666667 3 1.5%
 
0.9847222222 1 0.5%
 
0.9805555556 1 0.5%
 

Correlations

Missing values

Sample

First rows

aspirationbody-styleborecity-L/100kmcity-mpgcompression-ratiocurb-weightdieseldrive-wheelsengine-locationengine-sizeengine-typefuel-systemgasheighthighway-mpghorsepowerhorsepower-binnedlengthmakenormalized-lossesnum-of-cylindersnum-of-doorspeak-rpmpricestrokesymbolingwheel-basewidth
0stdconvertible3.4711.190476219.025480rwdfront130dohcmpfi148.827111.0Medium0.811148alfa-romero122fourtwo5000.013495.02.68388.60.890278
1stdconvertible3.4711.190476219.025480rwdfront130dohcmpfi148.827111.0Medium0.811148alfa-romero122fourtwo5000.016500.02.68388.60.890278
2stdhatchback2.6812.368421199.028230rwdfront152ohcvmpfi152.426154.0Medium0.822681alfa-romero122sixtwo5000.016500.03.47194.50.909722
3stdsedan3.199.7916672410.023370fwdfront109ohcmpfi154.330102.0Medium0.848630audi164fourfour5500.013950.03.40299.80.919444
4stdsedan3.1913.055556188.0282404wdfront136ohcmpfi154.322115.0Medium0.848630audi164fivefour5500.017450.03.40299.40.922222
5stdsedan3.1912.368421198.525070fwdfront136ohcmpfi153.125110.0Medium0.851994audi122fivetwo5500.015250.03.40299.80.920833
6stdsedan3.1912.368421198.528440fwdfront136ohcmpfi155.725110.0Medium0.925997audi158fivefour5500.017710.03.401105.80.991667
7stdwagon3.1912.368421198.529540fwdfront136ohcmpfi155.725110.0Medium0.925997audi122fivefour5500.018920.03.401105.80.991667
8turbosedan3.1313.823529178.330860fwdfront131ohcmpfi155.920140.0Medium0.925997audi158fivefour5500.023875.03.401105.80.991667
9stdsedan3.5010.217391238.823950rwdfront108ohcmpfi154.329101.0Low0.849592bmw192fourtwo5800.016430.02.802101.20.900000

Last rows

aspirationbody-styleborecity-L/100kmcity-mpgcompression-ratiocurb-weightdieseldrive-wheelsengine-locationengine-sizeengine-typefuel-systemgasheighthighway-mpghorsepowerhorsepower-binnedlengthmakenormalized-lossesnum-of-cylindersnum-of-doorspeak-rpmpricestrokesymbolingwheel-basewidth
191stdwagon3.7810.217391239.530340rwdfront141ohcmpfi157.528114.0Medium0.907256volvo74fourfour5400.013415.03.15-1104.30.933333
192stdsedan3.789.791667249.529350rwdfront141ohcmpfi156.228114.0Medium0.907256volvo103fourfour5400.015985.03.15-2104.30.933333
193stdwagon3.789.791667249.530420rwdfront141ohcmpfi157.528114.0Medium0.907256volvo74fourfour5400.016515.03.15-1104.30.933333
194turbosedan3.6213.823529177.530450rwdfront130ohcmpfi156.222162.0High0.907256volvo103fourfour5100.018420.03.15-2104.30.933333
195turbowagon3.6213.823529177.531570rwdfront130ohcmpfi157.522162.0High0.907256volvo74fourfour5100.018950.03.15-1104.30.933333
196stdsedan3.7810.217391239.529520rwdfront141ohcmpfi155.528114.0Medium0.907256volvo95fourfour5400.016845.03.15-1109.10.956944
197turbosedan3.7812.368421198.730490rwdfront141ohcmpfi155.525160.0High0.907256volvo95fourfour5300.019045.03.15-1109.10.955556
198stdsedan3.5813.055556188.830120rwdfront173ohcvmpfi155.523134.0Medium0.907256volvo95sixfour5500.021485.02.87-1109.10.956944
199turbosedan3.019.0384622623.032171rwdfront145ohcidi055.527106.0Medium0.907256volvo95sixfour4800.022470.03.40-1109.10.956944
200turbosedan3.7812.368421199.530620rwdfront141ohcmpfi155.525114.0Medium0.907256volvo95fourfour5400.022625.03.15-1109.10.956944